Luke Wood

Parametric Spectral Filters for Fast Converging, Scalable Convolutional Neural Networks

Using spectral multiplication to compute convolution in neural networks has been investigated by a number of researchers because of its potential in speeding up computations for large images. However, previous methods require the learning of arbitrarily large convolution filters in the spectral doma…